Difference between revisions of "GEOS-Chem model development priorities"

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(Almost there (< 6 months))
(Feature integration in progress)
 
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On this page we list the current priorities for GEOS-Chem development. This list was compiled by the user Working Groups at the last [http://acmg.seas.harvard.edu/geos/meetings/2017/index.html International GEOS-Chem Meeting (IGC8)] in May 2017 and will be continuously updated based on code readiness and input from the Working Groups and the Steering Committee.
+
On this page we list the current priorities for GEOS-Chem development. This list is continuously updated based on code readiness and input from the [https://geos-chem.seas.harvard.edu/geos-working-groups Working Groups] and the [https://geos-chem.seas.harvard.edu/geos-steering-cmte Steering Committee]. For history of past releases see the [[GEOS-Chem_versions|'''GEOS-Chem Versions wiki page''']].
  
We also invite you to view our [https://trello.com/board/geos-chem-support-team/4fe36668fc79a1d3540ba80b GEOS-Chem Support Team project management board on Trello.com], which shows the current GCST workflow.
+
== Merged and awaiting release ==
  
== List of priorities from IGC8 ==
+
See the links below for items merged and awaiting release.
  
The items listed below are in different stages of readiness and will be included in future versions of the model.
+
{| border=1 cellspacing=0 cellpadding=5
 +
|-bgcolor="#CCCCCC"
 +
!width="300px"|Mergeable at any time
 +
!width="200px"|Version in development
 +
 
 +
|-valign="top"
 +
|align="center"|'''[[GEOS-Chem no-diff-to-benchmark]]'''
 +
|align="center"|'''[[GEOS-Chem 14.5.0]]'''
 +
 
 +
|}
  
=== Slated for v11-03 ===
+
== Feature integration in progress ==
  
The following updates are now slated for inclusion into [[GEOS-Chem v11-03]]:
+
Features listed in this table are actively being integrated into GEOS-Chem by the [https://geoschem.github.io/support-team.html GEOS-Chem Support Team]. In addition, we continuously implement structural updates in the model to maintain and develop coupling with other models including GEOS, CESM, and the model adjoint.
  
 
{| border=1 cellspacing=0 cellpadding=5  
 
{| border=1 cellspacing=0 cellpadding=5  
 
|-bgcolor="#CCCCCC"
 
|-bgcolor="#CCCCCC"
!width="400px"|Feature
+
!width="200px"|Feature
!width="250px"|Submitted by
+
!width="200px"|Contributor(s)
!width="100px"|Type
+
!width="100px"|Model scope
!width="250px"|Status
+
!width="100px"|Ease of implementation
 +
!width="300px"|Notes and References
  
|-
+
|-valign="top"
!colspan="4" bgcolor="#CCFFFF"|Transport updates
+
|ALK4 & R4N2 chemistry
 +
|Jared Brewer (UMN)
 +
|Chemistry
 +
|Simple
 +
|
 +
*[https://github.com/geoschem/geos-chem/pull/2352 geos-chem PR #1625]
 +
*[https://acmg.seas.harvard.edu/files/acmg/files/brewer2022.pdf Brewer, J.F. et al., J. Geophys. Res., 2023.]
  
 
|-valign="top"
 
|-valign="top"
|[[Transport_Working_Group#Common_set_of_tracers_in_GEOS-Chem_and_GEOS|Common set of tracers in GEOS-Chem and GEOS]]
+
|Fix pressure handling in HEMCO standalone
|Transport WG<br>[[GCST]]
+
|Melissa Sulprizio (Harvard)
|Benchmarking
+
|HEMCO
 +
|Simple
 
|
 
|
*Ready to be added
+
*[https://github.com/geoschem/HEMCO/issues/277 HEMCO issue #277]
  
|-
+
|-valign="top"
!colspan="4" bgcolor="#CCFFFF"|Chemistry updates
+
|Uncomment zeroed out Ca, Mg, and K cations passed to aerosol thermo (HETP)
 +
|Becky Alexander (UW)
 +
|Aerosols
 +
|Simple
 +
|
 +
*[https://github.com/geoschem/geos-chem/pull/2398 geos-chem PR #2398]
  
 
|-valign="top"
 
|-valign="top"
|[[Stratospheric_chemistry#Treatment_of_the_mesosphere_in_UCX_simulations|Extend UCX into the mesosphere]]
+
|Add 1/2-degree GC-Classic global transport tracer run directory option for GEOS-IT
|Sebastian Eastham (MIT)
+
|Lizzie Lundgren (Harvard)
|Science
+
|Run directories
 +
|Simple
 
|
 
|
*Ready to be added
+
*[https://github.com/geoschem/geos-chem/pull/2397 geos-chem PR #2397]
  
 
|-valign="top"
 
|-valign="top"
|[[Chemistry_Issues#Script_for_evaluating_carbon_balance|Script for checking N, C, etc. balance in chemistry mechanism]]
+
|[https://github.com/geoschem/geos-chem/issues/1288 New soil NOx parameterization]
|Barron Henderson (EPA)
+
|Yi Wang (Iowa)<br>Jun Wang (Iowa)
|Software
+
|Emissions
 +
|Medium
 
|
 
|
 +
*[https://github.com/geoschem/geos-chem/issues/1288 geos-chem issue #1288]
 +
*Incorporates new met field TSOIL1
  
|-
+
|-valign="top"
!colspan="4" bgcolor="#CCFFFF"|Emissions updates
+
|Fix obspack - not working in 14.4.0
 +
|Bob Yantosca (Harvard)
 +
|Diagnostics
 +
|Medium
 +
|
 +
*[https://github.com/geoschem/geos-chem/issues/2328 geos-chem issue #2328]
  
 
|-valign="top"
 
|-valign="top"
|[[Volcanic_SO2_emissions_from_Aerocom#OMI-based_volcanic_emissions|OMI-based volcanic emissions 2005-2012]]
+
|Cloud-J v8.0 including UV H2O absorption
|Cui Ge (U. Iowa)<br>Jun Wang (U. Iowa)
+
|Lizzie Lundgren (Harvard)<br>Michael Prather (UCI)
|Science
+
|Photolysis
 +
|Medium
 
|
 
|
*Need to implement a fix to handle missing data for 2012/09 thru 2012/12. We can do one of 2 things:
+
*[https://github.com/geoschem/Cloud-J/issues/12 Cloud-J issue #12]
**Create files with zero emissions for 2012/09 thru 2012/12.
+
*[https://datadryad.org/stash/dataset/doi:10.7280/D1Q398 Dataset]
***But because data for 2013- is copied from 2012, this will mean that the last 3 months of the year have no volcano emissions.
+
*[https://www.science.org/doi/10.1126/science.adn0415 Prather and Zhu (2024)]
**Link to the existing volcano emsisions files for September thru December
+
  
 
|-valign="top"
 
|-valign="top"
|[[Mineral_dust_aerosols#Anthropogenic_PM2.5_dust_source_in_GEOS-Chem|Anthropogenic PM2.5 dust source]]
+
|Make GC-Classic bit-for-bit reproducible upon restart
|Sajeev Philip (Dalhousie)
+
|Lizzie Lundgren (Harvard)
|Science
+
|GC-Classic
 +
|Medium
 
|
 
|
*Deferred to v11-03. Need to fix an "under-the-hood" issue in HEMCO that causes 1200 Tg of dust to be emitted by this update.
+
*[https://github.com/geoschem/HEMCO/issues/18 HEMCO issue #18]
  
 
|-valign="top"
 
|-valign="top"
|[[FINNv1_biomass_burning_emissions|FINN biomass burning emissions for 2014-2016]]
+
|Capture all trop and PBL height changes in budget diagnostics
|Barron Henderson (US EPA)
+
|Chris Holmes (FSU)<br>Lizzie Lundgren (Harvard)
|Science
+
|Diagnostics
 +
|Medium
 
|
 
|
*Deferred to v11-03, pending receipt of corrected data files
+
*[https://github.com/geoschem/geos-chem/pull/2103 geos-chem PR 2103]
 +
 
 +
|}
 +
 
 +
== Prioritized and in the queue ==
 +
 
 +
Features listed in this table are prioritized for integration into GEOS-Chem in the near future.
 +
 
 +
{| border=1 cellspacing=0 cellpadding=5
 +
|-bgcolor="#CCCCCC"
 +
!width="200px"|Feature
 +
!width="200px"|Contributor(s)
 +
!width="100px"|Model scope
 +
!width="100px"|Ease of implementation
 +
!width="100px"|Delivery status
 +
!width="300px"|Notes and References
  
 
|-valign="top"
 
|-valign="top"
|EPA NEI2011 Version EK
+
|Retire CH4, CO2, tagCO simulations in favor of carbon simulation
|Zitely Tzompa-Sosa (CSU)<br>Emily Fischer (CSU)
+
|Melissa Sulprizio (Harvard)
|Science
+
|Carbon gases
 +
|Simple
 +
|
 
|
 
|
*Deferred to v11-03; need extra time for validation
+
*[https://github.com/geoschem/geos-chem/issues/2387 geos-chem issue #2387]
  
 +
|-valign="top"
 +
|New version of CEDS at 0.1 deg
 +
|Dandan Zhang (WashU)
 +
|Emissions
 +
|Simple
 +
|Delivered June 2024
 +
|
 +
*[https://github.com/geoschem/geos-chem/issues/1745 geos-chem issue #1745]
  
 +
|-valign="top"
 +
|Chemistry for RCOOH, updated monoterpenes, new PNs and ANs
 +
|Katie Travis (NASA)<br>Kelvin Bates (CU Boulder)
 +
|GC-Classic
 +
|Simple
 +
|Delivered June 2024
 +
|
 +
*[https://github.com/geoschem/geos-chem/pull/2318 geos-chem PR #2318]
  
 
|-valign="top"
 
|-valign="top"
|EPA-derived BC/OA emissions over US (1990-2012)
+
|Use USTAR read from GEOS instead of calculating from U10M and V10M
|David Ridley (MIT)<br>Chi Li (Dalhousie)
+
|Yuanjian Zhang (WashU)
|Science
+
|Emissions
 +
|Simple
 +
|Delivered June 2024
 
|
 
|
*Need to coordinate between Ridley and Li versions
+
*[https://github.com/geoschem/HEMCO/pull/279 HEMCO PR #279]
 +
*NOTE: Mass tuning factors must be recomputed for each met field & resolution (GCClassic)
  
 
|-valign="top"
 
|-valign="top"
|[[Sulfate_aerosols#Ocean_ammonia_emission_inventory|Ocean ammonia emission inventory]]
+
|Correct the issue that injection height has been artifically decreased by HEMCO
|Fabien Paulot (NOAA/GFDL)
+
|Yuanjian Zhang (WashU)
|Science
+
|Emissions
 +
|Simple
 +
|Delivered June 2024
 
|
 
|
*Data files delivered to GCST (Jan 2016)
+
*[https://github.com/geoschem/geos-chem/pull/279 geos-chem PR #2358]
*Needs to be implemented via HEMCO
+
  
 
|-valign="top"
 
|-valign="top"
|[http://www.atmos-chem-phys.net/16/2819/2016/ A snow NOx source from deep snowpack]
+
|PPN photolysis
|Maria Zatko (UW)<br>Becky Alexander (UW)
+
|Bex Horner (UCL)
|Science
+
|Chemistry
 +
|Medium
 +
|Delivered June 2024
 
|
 
|
*Delivered to GCST (Nov 2017)
+
*[https://github.com/geoschem/geos-chem/pull/2371 geos-chem PR #2371]
*Implemented in v9-01-01
+
*[https://doi.org/10.5194/egusphere-2024-1541 Horner et al. (2024)]
*Needs to be added as a HEMCO extension
+
*Need to update Cloud-J input files accordingly
 +
 
 +
|}
 +
 
 +
== Ready to go in ==
 +
 
 +
Features listed in this table are ready to go in but have either not been delivered or are not yet prioritized for integration into GEOS-Chem.
 +
 
 +
{| border=1 cellspacing=0 cellpadding=5
 +
|-bgcolor="#CCCCCC"
 +
!width="200px"|Feature
 +
!width="200px"|Contributor(s)
 +
!width="100px"|Model scope
 +
!width="100px"|Delivery status
 +
!width="300px"|Notes and Refereneces
 +
 
  
 
|-valign="top"
 
|-valign="top"
|[[MASAGE_NH3_inventory|MASAGE inventory in HEMCO as default]]
+
|Binary Activity Thermodynamic (BAT) model for non-ideal mixing of water and organics in organic aerosol
|Fabien Paulot (NOAA/GFDL)<br>Amos Tai (CUHK)
+
|Camilo Serrano (McGill)<br>Andreas Zuend (McGill)
|Science
+
|Aerosols
 +
|Not delivered
 
|
 
|
 +
*[https://github.com/geoschem/geos-chem/issues/2392 geos-chem issue #2392]
  
 +
|-valign="top"
 +
|Update UCX to include gravitational settling of aerosol species beyond just BCPI
 +
|Conor Barker (UCL)<br>Eloise Marais (UCL)
 +
|Aerosols
 +
|Not delivered
 +
|
  
 
|-valign="top"
 
|-valign="top"
|[[MASAGE_NH3_inventory#Non-agricultural_NH3_for_use_with_MASAGE|Non-agricultural NH3 for use with MASAGE]]
+
|Seasalt aerosol from sea ice leads (2002-2011)
|Amos Tai (CUHK)
+
|Hannah Horrowitz (UIUC)
|Science
+
|Aerosols
 +
|Not delivered
 
|
 
|
 +
*Offline and online, ready to go in HEMCO (optional in addition to existing seasalt emissions)
  
 
|-valign="top"
 
|-valign="top"
|Radon emission update
+
|Fire and anthropogenic emissions not currently turned on (monoterpenes, 1-butadiene etc.)
|Bo Zhang (NIA/NASA Langley)
+
|Katie Travis (NASA)<br>Kelvin Bates (CU Boulder)
|Science
+
|Emissions
 +
|Not delivered
 
|
 
|
*Delivered to GCST (Nov 2017)
+
*[https://github.com/geoschem/geos-chem/issues/2390 geos-chem issue #2390]
*Implementation pending paper submission
+
  
 
|-valign="top"
 
|-valign="top"
|GFAS biomass burning emissions
+
|Global organic N dep from various emissions; nitrate aromatics updates
|Mat Evans (York)
+
|May Fu (SUSTech)
|Science
+
|Chemistry +<br>Deposition
 +
|Not delivered
 
|
 
|
  
|-
+
|-valign="top"
!colspan="4" bgcolor="#CCFFFF"|Deposition/surface updates
+
|Dry deposition to F90 to improve readability
 +
|Chris Holmes (FSU)
 +
|Dry Deposition
 +
|Not delivered
 +
|
 +
*[https://github.com/geoschem/geos-chem/issues/2389 geos-chem issue #2389]
  
 
|-valign="top"
 
|-valign="top"
|Wet scavenging in mixed-phase clouds
+
|Ecophysiology module in GEOS-Chem for biosphere-atmosphere exchange
|Bo Zhang (NIA/NASA Langley)
+
|Joey Lam  (CUHK)<br>Amos Tai (CUHK)
|Science
+
|Dry deposition
 +
|Delivered<br>Feb 2021
 
|
 
|
*Delivered to GCST (Nov 2017)
+
*[https://github.com/geoschem/geos-chem/pull/629 geos-chem PR #629]
*Only applied/tested for Pb
+
*Implementation pending paper submission
+
  
|-
+
|-valign="top"
!colspan="4" bgcolor="#CCFFFF"|Aerosol updates
+
|FRP-based fire emissions for eastern US at 0.2 (2019-2020)
 +
|Chris Holmes (FSU)
 +
|Emissions
 +
|Not delivered
 +
|
 +
*[https://github.com/geoschem/geos-chem/issues/2388 geos-chem issue #2388]
  
 
|-valign="top"
 
|-valign="top"
|Sea salt aerosol alkalinity
+
|China agriculture NH3 emissions
|Qianjie Chen (UW)<br>Becky Alexander (UW)<br>Xuan Wang (Harvard)
+
|Amos Tai (CUHK)
|Science
+
|Emissions
 +
|Not delivered
 
|
 
|
*UW version delivered to GCST (Nov 2017)
 
  
 
|-valign="top"
 
|-valign="top"
|VBS SOA option
+
|T-dependent anthropogenic VOCs
|Rokjin Park (SNU)
+
|May Fu (SUSTech)
|Science
+
|Emissions
 +
|Not delivered
 
|
 
|
 +
*Option. Requires processing existing anthropogenic VOC emissions to generate offline emissions to read in. Parameterised for China.
  
|-
+
|-valign="top"
!colspan="4" bgcolor="#CCFFFF"|Specialty simulation updates
+
|New source functions for transport tracers beryllium-7 and beryllium-10
 +
|Minjie Zheng (ETH)
 +
|Emissions
 +
|Delivered<br>June 2024
 +
|
 +
*Available at https://zenodo.org/records/8372652
  
 
|-valign="top"
 
|-valign="top"
|AMAP/UNEP 2035 for Hg simulation
+
|LPJ land cover (global), fire (W US), dust emissions (SW N America), 1700-2100
|Helene Angot (MIT)
+
|Yang Li (Baylor U)<br>Loretta Mickley (Harvard)
|Science
+
|Emissions
 +
|Delivered
 
|
 
|
*Ready to be added
+
*Data involves many files- need to think about temporal frequency
  
 
|-valign="top"
 
|-valign="top"
|Oxidant fields from v10 for 2006-2012
+
|Australian Hg emissions (2000-2019)
*3D chemical source for CO2, CO
+
|Stephen MacFarlane (Wollongong)<br>Jenny Fisher (Wollongong)
*OH for tagged CO & CH4
+
|Emissions
|Dylan Jones (UofT)
+
|Not delivered
|Science
+
 
|
 
|
*Will make data files available on ftp site
+
*[https://pubs.rsc.org/en/content/articlelanding/2022/em/d2em00019a MacFarlane et al. (2024)]
 +
*Includes emissions from black and brown coal power plants, various metal production/processing sources (Aluminium, gold, copper, lead, etc), waste products, cement production, oil refining and petroleum, chlor alkali plants, and cremation
  
 
|-valign="top"
 
|-valign="top"
|Africa nested-grid for GEOS-FP and MERRA-2
+
|Hg geogenic emissions (volcanic, rock weathering)
|Eloise Marais (U. Birmingham)
+
|Eric Roy (MIT)
|Science
+
|Emissions
 +
|Not delivered
 
|
 
|
*Delivered to GCST (Dec 2017)
+
*[https://github.com/geoschem/geos-chem/issues/2361 geos-chem #2361]
 +
*[https://gmd.copernicus.org/preprints/gmd-2024-65/ Dastoor et al. (2024)]
  
 
|-valign="top"
 
|-valign="top"
|West Africa nested-grid for GEOS-FP
+
|Hg biomass burning - FINN2.5 & GFED4
|Mat Evans (York)<br>Eleanor Morris (York)
+
|Eric Roy (MIT)
|Science
+
|Emissions
 +
|Not delivered
 
|
 
|
 +
*[https://github.com/geoschem/geos-chem/issues/2361 geos-chem #2361]
 +
*[https://gmd.copernicus.org/preprints/gmd-2024-65/ Dastoor et al. (2024)]
  
 
|-valign="top"
 
|-valign="top"
|[[Sulfate_aerosols#Tagged_sulfate_and_nitrate_simulation|Tagged sulfate simulation]]
+
|BCC-GC online
|Becky Alexander (UW)
+
|Lin Zhang (PKU)
|Science
+
|External Model
 +
|Not delivered
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Arsenic simulation
+
|GC-YIBS with online fire emissions
|Shiliang Wu (MT)
+
|Xu Yue (NUIST)<br>Hong Liao (NUIST)
|Science
+
|External Model
 +
|Not delivered
 
|
 
|
  
|-
+
|-valign="top"
!colspan="4" bgcolor="#CCFFFF"|Structural updates
+
|GISS-GC offline (GCAP)
 +
|Lee Murray (Rochester)
 +
|GCAP
 +
|Not delivered
 +
|
  
 
|-valign="top"
 
|-valign="top"
|Updated flux diagnostics
+
|Archived TCR-2 OH fields for carbon simulations
|Chris Holmes (Florida State)<br>[[GCST]]
+
|Kazu Miyazaki (JPL)
|Structural/<br>Benchmarking
+
|Input data
 +
|Not delivered
 
|
 
|
*Deferred to v11-03
+
*This will be the default OH, but users will have the option of selecting other OH fields
 +
 
 +
|}
 +
 
 +
== Almost there (< 6 months) ==
 +
 
 +
Features listed in this table are in development and will likely be delivered to the GEOS-Chem Support Team within the next 6 months.
 +
 
 +
{|border=1 cellspacing=0 cellpadding=5
 +
|- bgcolor="#cccccc"
 +
!width="200px"|Feature
 +
!width="200px"|Contributor(s)
 +
!width="100px"|Model scope
 +
!width="420px"|Notes and References
  
 
|-valign="top"
 
|-valign="top"
|Additional modifications for [[FlexChem]], including:
+
|Dust non-sphericity impacts on optical properties
*Rebuild the pre-built chemistry mechanisms (Standard, Tropchem, SOA-SVPOA) with [http://www.paratools.com/Kppa Kppa]
+
|Inderjeet Singh (WashU)
*Add capability for custom chemistry mechanism by building KPP on-the-fly in GEOS-Chem
+
|Aerosols
|[[GCST]]
+
|Structural
+
 
|
 
|
*Work not started yet
 
  
 
|-valign="top"
 
|-valign="top"
|Benchmark of stratospheric simulation
+
|Fixes to stratospheric aerosol settling
|Dylan Jones (U. Toronto)
+
|Connor Barker (UCL)<br>Eloise Marais (UCL)
|Benchmarking
+
|Aerosols
 
|
 
|
*1-yr benchmarks for GEOS-Chem v11-01d and later include comparisons with OSIRIS O3
 
*Waiting on OSIRIS NO2 data
 
*Waiting on comparisons with ACE-FTS data
 
  
 
|-valign="top"
 
|-valign="top"
|Add total column O3 to benchmarks
+
|DMS chemistry in v14
|Chris Holmes (FSU)<br>[[GCST]]
+
|Linia Tashmim (UCR)<br>Will Porter (UCR)
|Benchmarking
+
|Chemistry
 
|
 
|
*Deferred until v11-03
 
  
 
|-valign="top"
 
|-valign="top"
|[[GEOS-Chem_species_units|Uniformity of units]]
+
|KPP standalone + 3D Interface
|[[GCST]]
+
|Obin Sturm (USC)
|Structural
+
|Chemistry
 
|
 
|
*Phase 2 (unit uniformity throughout chemistry) to be implemented after Flexchem
 
*Phase 3 (unit uniformity in some specialty simulations) will be implemented in pieces with input from 3rd party developers
 
*Phase 4 (removal of area and area-dependent State_Met variables) will be ongoing
 
  
 
|-valign="top"
 
|-valign="top"
|ObsPack diagnostic as netCDF replacement for planeflight_mod.F
+
|NO2+OH+H2O kinetics
|Andy Jacobson (NOAA/ESRL)
+
|Mat Evans (York)
|Structural
+
|Chemistry
 
|
 
|
*Delivered to GCST (May 2017)
 
  
 
|-valign="top"
 
|-valign="top"
|[[GEOS-Chem_Output_Files#NetCDF_File_Format|NetCDF Output Phase 3b: Updates to eliminate differences between single and multi-segmented GEOS-Chem runs]]
+
|LSODES solver in KPP for faster kinetics
|[[GCST]]<br>Christoph Keller
+
|Haipeng Lin (Harvard)
|Bug fix<br>Structural
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Further structural updates to facilitate interfacing GEOS-Chem with external models (e.g. CAM, CESM)
+
|Load balancing in chemistry solver (GCHP)
|[[GCST]]
+
|Zhouran Sun (WashU)
|Structural
+
|Chemistry +<br>Performance
 
|
 
|
*Ongoing
 
  
|-
+
|-valign="top"
!colspan="4" bgcolor="#CCFFFF"|Expansion of model capabilities
+
|Active chemistry in mesosphere for both GCHP and GCClassic
 +
|Helena McDonald (MIT)<br>Sebastian Eastham (ICL)
 +
|Chemistry
 +
|
  
 
|-valign="top"
 
|-valign="top"
|[[FlexGrid|FlexGrid: Use HEMCO to read met fields and enable nested simulations over any custom domains]]
+
|Updated aromatic oxidation
|Jiawei Zhuang (Harvard)<br>Jintai Lin (PKU)
+
|Stephen MacFarlane (Wollongong)<br>Jenny Fisher (Wollongong)
|Structural
+
|Chemistry
 
|
 
|
*Delivered to GCST (Oct 2016)
 
*Deferred to v11-03
 
  
 
|-valign="top"
 
|-valign="top"
|[[ISORROPIA_II#Investigating_persistent_noise_observed_in_ISORROPIA_output|Update ISORROPIA from v2.0 to v2.2, in order to remove persistent noise in output]]
+
|MCO3 uptake by cloud forming MP; leading to lower PAN
|Seb Eastham (Harvard)
+
|Laura Yang (Harvard)
|Science
+
|Chemistry
 
|
 
|
*Delivered to GCST (May 2017)
 
  
 
|-valign="top"
 
|-valign="top"
|Archival of roughness length for temperature z0T
+
|Implement isotope simulation for CH4 in the carbon simulation
|[[GCST]]
+
|Lee Murray (Rochester)
|Met processing
+
|Chemistry
 
|
 
|
*Work not started yet
+
*Will have to change negative emissions from soil to a first-order loss process
|}
+
  
=== Not prioritized for v11-03 ===
+
|-valign="top"
 +
|Documentation for adding additional aerosol species
 +
|Connor Barker (UCL)
 +
|Documentation
 +
|
  
{| border=1 cellspacing=0 cellpadding=5
+
|-valign="top"
|- bgcolor="#cccccc"
+
|Column diagnostics
!width="400px"|Item
+
|Lizzie Lundgren (Harvard)<br>Viral Shah (GMAO)
!width="250px"|Author(s)
+
|Diagnostics
!width="100px"|Type
+
|
!width="250px"|Status
+
  
 
|-valign="top"
 
|-valign="top"
|Sea salt emission from sea ice
+
|TOMAS rate diagnostics -- improve performance
|Jiayue Huang (UW)
+
|Betty Croft (WashU/Dal)
|Science
+
|Diagnostics +<br>Performance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Re-evaluation of SST dependence of sea salt emissions
+
|Archive gamma values from heterogeneous chemistry
|Jiayue Huang (UW)
+
|Bob Yantosca (Harvard)
|Science
+
|Diagnostics
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|[[MEGAN_v2.1_plus_Guenther_2012_biogenic_emissions#Discussion_of_LAI_Data_Sources|Update MODIS LAI fields through 2015]]
+
|RRTMG Documentation
|Barron Henderson (UF)
+
|GCST
|Science
+
|Documentation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Lightning NOx chemistry parameterization
+
|Canopy Physics Model
|Alicia Gressent (MIT)
+
|Sam Silva (MIT)
|Science
+
|Dry Deposition
 
|
 
|
 +
*Available at https://zenodo.org/records/3614062#.XzvrH5NKjOR (GEOS-Chem 12.3.0)
  
|}
+
|-valign="top"
 +
|Dry deposition diagnostics by land cover
 +
|Holly Nowell (FSU)<br>Chris Holmes (FSU)
 +
|Dry Deposition
 +
|
  
=== Almost there (< 6 months) ===
+
|-valign="top"
 +
|Dry deposition process diagnostics
 +
|Holly Nowell (FSU)<br>Chris Holmes (FSU)
 +
|Dry Deposition
 +
|
  
{| border=1 cellspacing=0 cellpadding=5
+
|-valign="top"
|- bgcolor="#cccccc"
+
|Biomass burning for TOMAS
!width="400px"|Item
+
|Nicole June (CSU)
!width="250px"|Author(s)
+
|Emissions +<br>Microphysics
!width="100px"|Type
+
|
!width="250px"|Status
+
  
 
|-valign="top"
 
|-valign="top"
|Grid-independent emissions, including:
+
|Historic biomass burning (1750-2010)
*Lightning NOx emissions (3-hourly)
+
|Pengfei Liu (Georgia Tech)
*Dust emissions (hourly)
+
|Emissions
*Biogenic and sea salt emissions (hourly)
+
|Randall Martin (Dalhousie)<br>Lee Murray (Rochester)<br>David Ridley (MIT)<br>Jintai Lin (PKU)
+
|Science
+
 
|
 
|
*GCST is waiting to receive data files from developers
 
*Will also be used for GCHP v11-02
 
  
 
|-valign="top"
 
|-valign="top"
|[https://www.geosci-model-dev-discuss.net/gmd-2017-125/ GEOS resolution & subgrid convection]
+
|Rice methane emissions
|Karen Yu (Harvard)
+
|Zichong Cheng (Harvard)
|Science
+
|Emissions+<br>Carbon simulation
 
|
 
|
*To be installed by Bob Yantosca (Harvard), tested by Tailong He (Toronto)
 
*Work to begin after v11-02 release
 
  
 
|-valign="top"
 
|-valign="top"
|Updated chlorine chemistry
+
|Updated bottom-up global CH4 oil, gas, and coal emissions (GFEI v3)
|Xuan Wang (Harvard)
+
|Tia Scarpelli (Carbon Mapper)<br>Melissa Sulprizio (Harvard)
|Science
+
|Emissions
 
|
 
|
*Defer until the paper is submitted
 
  
 
|-valign="top"
 
|-valign="top"
|[[Chemistry_Issues#Correcting_ozone_from_the_height_of_the_lowest_model_level_to_the_surface|ND49 timeseries diagnostic for correcting ozone from the height of the lowest model level to 10m]]
+
|New prior CO2 biospheric fluxes from CMS-FLUX and GMAO
|Katie Travis (MIT)
+
|Kevin Bowman (JPL)<br>Lesley Ott (GMAO)
|Structural
+
|Emissions
 
|
 
|
*Defer until the paper is submitted
+
*GMAO can provide high-resolution  fluxes (as high as 12 km)
  
 
|-valign="top"
 
|-valign="top"
|N2O5 hydrolysis updates
+
|Snowpack Br2 emission
|Viral Shah (UW)
+
|Chris Holmes (FSU)
|Science
+
|Emissions
 
|
 
|
*Defer until paper is submitted (i.e. to summer 2018)
 
*Code changes from v10/SMVGEAR need to be translated to v11/FlexChem
 
  
 
|-valign="top"
 
|-valign="top"
|Aromatics and dicarbonyl chemistry
+
|EDGAR v8.1_toxHg emissions for 1970-2022
|William Porter (MIT)<br>Tzung-May Fu (PKU)
+
|Eric Roy (MIT)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Diagnostic for species lifetime
+
|Improve pressure handling in GCHP advection
|[[GCST]]
+
|Yuanjian Zhang (WashU)<br>Seb Eastham (ICL)
|Science
+
|GCHP
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Document chemical mechanism in KPP file
+
|Add error trap for duplicate scale factors in HEMCO
|Mat Evans (York)
+
|Bob Yantosca (Harvard)
|Structural
+
|HEMCO
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Carbon bottom up fluxes: anthro, ocean, land
+
|Integration testing: Add stretched grid
|Kevin Bowman (JPL)
+
|Lizzie Lundgren (Harvard)
|Science
+
|Quality Assurance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|CESM-GC offline coupling in standard model + benchmark
+
|Integration testing: Add GCHP mass flux run
|Rokjin Park (SNU)<br>Daniel Rothenberg (MIT)
+
|Lizzie Lundgren (Harvard)
|Science
+
|Quality Assurance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|CESM-GC GCHP
+
|Integration testing: Add run with all diagnostics turned on
|Daniel Rothenberg (MIT)
+
|GCST
|Science
+
|Quality Assurance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Injection height for fire emissions
+
|Integration testing: Reinstate TOMAS40
|Juliet Zhu (CSU)<br>Emily Fischer (CSU)
+
|Betty Croft (Dalhousie/WashU)
|Science
+
|Quality Assurance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Diurnal variability for NH3
+
|Strat-adjusted RF in GCC and GCHP
|Henze group
+
|Connor Barker (UCL)<br>Eloise Marais (UCL)
|Science
+
|Radiation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|OH + NO2 rate update
+
|Continue cleanup of C-preprocessor switches
|Barron Henderson (EPA)
+
|Lizzie Lundgren (Harvard)
|Science
+
|Structural
 
|
 
|
  
 +
|-valign="top"
 +
|Updates to Luo deposition scheme
 +
|Gan Luo (Albany)
 +
|Wet Deposition
 +
|
 +
*New version, keep as switch (not default)
  
 +
|-valign="top"
 +
|Testing the use of a new scavenging parameterization developed by Luo and Yu for cold cloud with Pb-210 aerosol tracer
 +
|Gan Luo (Albany)<br>Fangqun Yu (Albany)
 +
|Wet Deposition
 +
|
 +
 +
|}
 +
 +
== Over the horizon (6-12 months) ==
 +
 +
Features listed in this table are in development and will likely be delivered to the GEOS-Chem Support Team in the 6-12 months timeframe.
 +
 +
{| border=1 cellspacing=0 cellpadding=5
 +
|- bgcolor="#cccccc"
 +
!width="200px"|Feature
 +
!width="200px"|Contributor(s)
 +
!width="100px"|Model scope
 +
!width="420px"|Notes and References
  
 
|-valign="top"
 
|-valign="top"
|Land cover module: Harmonized biosphere-atmosphere exchange and implementing CLM or manual land cover change experiments
+
|ML algorithms for bulk aerosol
|Jeff Geddes (BU)
+
|Arshad Nair (Albany)<br>Fangqun Yu (Albany)
|Science
+
|Aerosols
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|H2 chemistry in UCX
+
|Heterogeneous sulfate chemistry
|Chris Holmes (FSU)
+
|Katie Travis (NASA)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Uptake of HNO3 onto coarse-mode sea salt
+
|H2 as an active species
|Prasad Kasibhatla (Duke)
+
|Seb Eastham (ICL)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Photolysis of NITs
+
|HCN, acetonitrile as fire tracers
|Prasad Kasibhatla (Duke)
+
|Kevin Bates (CU Boulder)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|[[POPs simulation#PCB simulation|PCB simulation]]
+
|Implement ethane in carbon simulation
|Colin Thackray (Harvard)<br>Carey Friedman (formerly MIT)<br>Helen Amos (formerly Harvard)
+
|Yuzhong Zhang (Westlake)
|Science
+
|Chemistry
 
|
 
|
  
 +
|-valign="top"
 +
|Mesospheric source of CO
 +
|Dylan Jones (UofT)<br>Pam Wales (NASA GSFC)
 +
|Emissions
 +
|
  
 
|-valign="top"
 
|-valign="top"
|New EDGAR sectoral inventory for Hg (1970-2012)
+
|Drought-stress algorithm
|Amanda Giang (MIT)
+
|Wei Li (Houston)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Wet deposition parameterizations: pH dependency, Henry's law coefficients, etc.
+
|Physically-based resolution correction for BVOC emissions using MEGAN
|Sarah Safieddine (MIT)<br>GCST
+
|May Fu (SUSTech)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Archive GISS met fields from RCP scenarios for community
+
|Canadian forest fire prediction system (Canada government forecast model)
|Lee Murray (Rochester)
+
|Robin Stevens (Montreal)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Online O3-LAI coupling in GEOS-Chem
+
|Cooking emissions (not biofuel)
|Amos Tai (CUHK)
+
|Kelvin Bates (CU Boulder)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Clean up SOA diagnostics
+
|State-specific annual emissions scaling factors (US) (1990-2021)
|GCST
+
|Ishir Dutta (MIT)
|Structural
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Calculation consistency throughout code: surface area, HGF (via species database)
+
|GISS-GC online
|GCST
+
|Lee Murray (Rochester)
|Structural
+
|External model
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Harmonizing Henry's Law coefficients across wet and dry deposition
+
|Hybrid MPI-OpenMP in GCHP
|[[GCST]]
+
|Seb Eastham (MIT)<br>Killian Murphy (York)<br>Lizzie Lundgren (Harvard)
|Science
+
|GCHP
 
|
 
|
*Work not started yet. Will need input from the community.
 
  
|}
+
|-valign="top"
 +
|MAPL3: Update to MAPL3 in GCHP, including replacement of ExtData.rc and HISTORY.rc with YAML files
 +
|Lizzie Lundgren (Harvard)
 +
|GCHP
 +
|
  
=== Over the horizon (6-12 months) ===
+
|-valign="top"
 +
|MAPL3: Comply with MAPL "positive" standard in GCHP diagnostic files
 +
|Lizzie Lundgren (Harvard)
 +
|GCHP
 +
|
  
{| border=1 cellspacing=0 cellpadding=5
+
|-valign="top"
|- bgcolor="#cccccc"
+
|MAPL3: Wildcards in GCHP History
!width="400px"|Item
+
|Lizzie Lundgren (Harvard)
!width="250px"|Author(s)
+
|GCHP
!width="100px"|Type
+
|
!width="250px"|Status
+
  
 
|-valign="top"
 
|-valign="top"
|MEIC emissions over China (2000-2015)
+
|MAPL3: Output emissions with positive up convention in GCHP
|Lu Shen (Harvard)<br>Melissa Sulprizio (Harvard)
+
|Lizzie Lundgren (Harvard)
|Science
+
|GCHP
 
|
 
|
*Implementation delayed until MEIC paper is published
 
  
 
|-valign="top"
 
|-valign="top"
|GISS-GC (ICECAP/GCAP2) in standard model + benchmark
+
|Assessment/improvement of OpenMP performance in GC-Classic and HEMCO standalone
|Lee Murray (Rochester)<br>Eric Leibensperger (SUNY Plattsburgh)
+
|Bob Yantosca (Harvard)
|Science
+
|Performance
 
|
 
|
*'''''Lee Murray replied''''': "I would say 6-12 months to be safe, but the goal is to have it done by the end of summer 2018.  There will actually be very minimal updates to GEOS-Chem; most of the updates are to modify the GISS model to output MERRA2-like data, to facilitate integration with GCHP and future updates to the CTM."
 
  
 
|-valign="top"
 
|-valign="top"
|GISS-GC GCHP
+
|Photophysical oxidation of aldehydes
|Lee Murray (Rochester)<br>Pengfei Liu (Harvard)<br>Yang Li (Harvard)
+
|Paulo Sebastianelli (Wollongong)<br>Jenny Fisher (Wollongong)
|Science
+
|Chemistry
 
|
 
|
*Rochester and Harvard groups are coordinating, to avoid duplication of effort
 
  
 
|-valign="top"
 
|-valign="top"
|Dynamic fire modeling/prediction
+
|DMS updates
|Shiliang Wu (MNT)
+
|Will Porter (UCR)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Interannually varying ocean model BCs for Hg from ocean model
+
|Furans emission and chemistry
|Colin Thackray (Harvard)
+
|Lixu Jin (Montana)<br>Lu Hu (Montana)
|Science
+
|Chemistry + <br>Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|PAH & PFCA simulations
+
|Cl2 prodcution from Fe aerosol
|Peter Ivatt (York)<br>Mat Evans (York)<br>Noelle Selin (MIT)<br>Colin Thackray (Harvard)
+
|Qianjie Chen (HK Poly)<br>Becky Alexander (UW)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|CH4 in full chemistry simulation
+
|VCP emissions
|Seb Eastham (Harvard)
+
|Kevin Bates (CU Boulder)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Standard future land use maps (PFT, LAI) for RCP/CMIP6 simulations
+
|Bidirectional land-atmosphere exchange for Hg
|Colette Heald (MIT)<br>Loretta Mickley (Harvard)
+
|Yuying Cui (MIT/Tsinghua)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Archive GISS met fields from CMIP6 scenarios for community
+
|OH covariances for inversions
|Lee Murray (Rochester)
+
|Elise Penn (Harvard)
|Science
+
|Inversions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Updates to cold-temperature deposition
+
|CESM2-GC offline
|Lyatt Jaegle (UW)
+
|Seb Eastham (ICL)<br>Lee Murray (Rochester)
|Science
+
|Met fields
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Simple parameterization for CO2-O3 dependence of stomatal resistance
+
|Re-binning of off-line sea salt and dust for TOMAS
|Amos Tai (CUHK)
+
|Betty Croft (Dalhousie)
|Science
+
|Microphysics
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|NH3 emissions over China
+
|TOMAS nucleation updates
|Lin Zhang (PKU)
+
|Sam O'Donnell (CSU)
|Science
+
|Microphysics
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Using GEOS-Chem within GEOS-5
+
|Stratospheric aerosol APM
|Loretta Mickley (Harvard)
+
|Fangqun Yu (SUNY Albany)
|Science
+
|Microphysics
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Carbon cycle outputs in xCO2, xCH4 as a diagnostic
+
|Transition from MERRA-2 to GEOS-IT for benchmarking
|Beata Bukosa (Wollongong)<br>Dylan Jones (UofT)
+
|Yuanjian Zhang (WashU)
|Science
+
|Quality Assurance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Seasonal EMEP emissions back to 1980
+
|Automate integration testing on AWS
|Mat Evans (York)
+
|Yidan Tang (WashU)
|Science
+
|Quality Assurance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Updates to NO2 dry deposition
+
|Integration testing: Add across end of year run
|Brian Boys (Dalhousie)
+
|GCST
|Science
+
|Quality Assurance
 +
|
 +
 
 +
|-valign="top"
 +
|Integration testing: Add GEOS-IT
 +
|Yuanjian Zhang (WashU)
 +
|Quality Assurance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|APM update and integration with most recent GEOS-Chem version
+
|Separate mixing, emissions, and drydep
|Gan Luo (SUNY Albany)
+
|Yuanjian Zhang (WashU)
 
|Structural
 
|Structural
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Cosmogenic tracer production
+
|Intel IFX compiler
|Lee Murray (Rochester)
+
|Bob Yantosca (Harvard)
|Science
+
|Structural
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Explore resolution-consistent dust emissions
+
|CMake option to only build libraries but not executable, also passing C-preprocessor statements to turn off code
*Make high-res concentrations or mass fluxes available offline, implement in met field processing
+
|Bob Yantosca (Harvard)<br>Lee Murray (Rochester)
|David Ridley (MIT)<br>GCST<br>Nested Model WG
+
|Structural
|Science
+
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Dust emissions at nested-grid resolutions
+
|Remove differences introduced when breaking up GC-Classic runs in time; and flexible precision in HEMCO
|Yuxuan Wang (U. Houston)<br>Jun Wang (U. Iowa)
+
|Lizzie Lundgren (Harvard)
|Science
+
|Structural
 +
|
 +
 
 +
|-valign="top"
 +
|Limit allocation of State_Met to what is needed per simulation
 +
|Melissa Sulprizio (Harvard)
 +
|Structural
 
|
 
|
*Check for overlap with resolution-consistent dust emissions above
 
  
 
|-valign="top"
 
|-valign="top"
|[[Wet_deposition#Update_SO2_scavenging_in_convective_updrafts_for_consistency|Update SO2 scavenging in convective updrafts for consistency]]
+
|Using 3-D precipitation fluxes to calculate precipitation formation and re-evaporation in scavenging (to be consistent with GEOS/GOCART & ground precipitation)
|Duncan Fairlie (NASA/LARC)  
+
|Gan Luo (Albany)<br>Hongyu Liu (NIA/LaRC)<br>Bo Zhang (NIA/LaRC)
|Science
+
|Wet deposition
 
|
 
|
  
 
|}
 
|}
  
=== Longer term (12-24 months)===
+
== Longer term (12-24 months)==
 +
 
 +
Features listed in this table are in development and will likely be delivered to the GEOS-Chem Support Team in the 12-24 months timeframe.
  
 
{| border=1 cellspacing=0 cellpadding=5
 
{| border=1 cellspacing=0 cellpadding=5
 
|- bgcolor="#cccccc"
 
|- bgcolor="#cccccc"
!width="400px"|Item
+
!width="200px"|Feature
!width="250px"|Author(s)
+
!width="200px"|Contributor(s)
!width="100px"|Type
+
!width="100px"|Model scope
!width="250px"|Status
+
!width="420px"|Notes and References
  
 
|-valign="top"
 
|-valign="top"
|GCHP stretched grid
+
|Modal aerosol model (MAM7) in GCHP
|Jiawei Zhuang (Harvard)
+
|Shreya Sharma (MIT)
|Science
+
|Aerosols
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|1/8 degree nested-grid simulations with GEOS-FP
+
|Online OCIM ocean biogeochemistry
|Nested Model WG
+
|Lee Murray (Rochester)<br>Hannah Horowitz (UIUC)<br>Chris Holmes (FSU)
|Science
+
|Chemistry
 
|
 
|
*Wait for more interest
 
  
 
|-valign="top"
 
|-valign="top"
|Embedding GEOS-Chem into CESM
+
|Perchlorate chemistry
|Jean-Francois Lamarque (NCAR)
+
|Yuk Chun Chan (UW)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Adjoint of carbon cycle simulation in GCHP
+
|Non-stomatal dry deposition (2-layer canopy model)
|Kevin Bowman (JPL)
+
|Michael Vermeuel (Purdue)
|Science
+
|Dry Deposition
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Isoprene chemistry v2 (new Caltech update)
+
|Continental chloride particle emissions (salty dust, road salt)
|Kelvin Bates (Caltech)
+
|Jessica Haskins (Utah)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Contemporary land cover: developing historical and updated GEOS-Chem land cover maps based on satellite remote sensing
+
|Multivolatility emission inventory to address gaps in EDGAR/HTAP etc.
|Jeff Geddes (BU)
+
|Ruochong (Tshingua)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Farquhar-Ball-Barry model to calculate stomatal resistance
+
|Lightning NOx production rates
|Amos Tai (CUHK)<br>Jeff Geddes (BU)
+
|Bex Horner (UCL)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Impacts of chemistry on ecosystem/carbon cycle
+
|HFO and CF3CHO
|Kevin Bowman (JPL)<br>Anthony Bloom (JPL)
+
|Beth Killen (Wollongong)<br>Jenny Fisher (Wollongong)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Improved lightning emission scheme
+
|Glyoxal updates from isoprene
|Lee Murray (Rochester)
+
|Tzung-May Fu (SUSTech)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Resolution-independent lightning NOx
+
|Iodine chemistry
|Lee Murray (Rochester)
+
|Becky Alexander (UW)<br>Xuan Wang (CUHK)
|Science
+
|Chemistry
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Bidirectional NH3 emissions
+
|GFED5 biomass burning
|Juliet Zhu (CSU)
+
|Eric Roy (MIT)
|Science
+
|Emissions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Country-based weekday/weekend variability for EDGAR 4.2
+
|Ocean Hg surface concentrations for 2010-2020 from multi-model ensemble
|Lee Murray (Rochester)<br>Christoph Keller (Harvard)
+
|Eric Roy (MIT)<br>Ari Feinberg (IQF-CSIC)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Update keytone photolysis
+
|Soil Hg emissions 2010-2020
|Jared Brewer (CSU)<br>Emily Fischer (CSU)
+
|Eric Roy (MIT)<br>Ari Feinberg (IQF-CSIC)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Small alkyl nitrates
+
|Air-sea exchange parameterization
|Jenny Fisher (Wollongong)
+
|Eric Roy (MIT)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|YIBS-GC chemistry-biosphere-fire coupling
+
|Soil Hg emissions parameterization
|Loretta Mickley (Harvard)<br>Xu Yue (IAP)
+
|Ari Feinberg (IQF-CSIC)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Nitrogen-LAI coupling
+
|Sea salt uptake of GOM
|Lin Zhang (PKU)<br>Amos Tai (CUHK)
+
|Eric Roy (MIT)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Implementing humidity/VPD dependence of dry deposition
+
|Photoreduction rate constant
|Jennifer Murphy (U. Toronto)
+
|Eric Roy (MIT)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|SO2 wet scavenging
+
|New observations (2010-2020) in standardized Hg benchmark for intercomparison
|Duncan Fairlie (NASA Langley)
+
|Eric Roy (MIT)/Ari Feinberg (IQF-CSIC)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Heterogeneous sulfate production
+
|Hg simulation in GCHP
|Lin Zhang (PKU)<br>Becky Alexander (UW)<br>Yuxuan Wang (U. Houston)
+
|Eric Roy (MIT)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|MOSAIC implementation
+
|OCIM - biogeochemical model - (C/P/N/Fe - no Hg yet) (MATLAB)
|Sebastian Eastham (Harvard)
+
|Hannah Horowitz (UIUC)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Particle size climatology
+
|Possibly updating Hg oxidation chemistry based on Utah field campaigns
|Fangqun Yu (SUNY Albany)
+
|Jessica Haskins (Utah)
|Science
+
|Hg simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Sea salt/dust size distribution
+
|New halogen/aerosol fields (surface area / AOD) from 10-year 14.4 benchmark simulation available online
|David Ridley (MIT)<br>Colette Heald (MIT)
+
|Viral Shah (NASA GMAO); Eric Roy (MIT); Ari Feinberg (IQF-CSIC)
|Science
+
|Input data
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Updates to GTMM
+
|Extend IMI to CO2 (ICI)
|Rebecca Stern (Harvard)
+
|Hannah Nesser (JPL)  
|Science
+
|Inversions
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Tracer transport ocean
+
|Global emission inventory of metals
|Chris Holmes (FSU)
+
|Tzung-May Fu (SUSTech); He Zhong Tian (Peking Normal U)
|Science
+
|Metals simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Include Hg in full chemistry simulation
+
|Investigate and improve performance of aerosol chemistry
|Noelle Selin (MIT)
+
|Bob Yantosca (Harvard)
|Science
+
|Performance
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Goddard seasonal weather prediction in GCHP
+
|PAH - update from version 11
|Kevin Bowman (JPL)
+
|Lexia Cicone (MIT)
|Science
+
|POPs simulation
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Climate index diagnostics (drought, etc.)
+
|Species database more accessible; doc updates; TOL discussion
|Chemistry-ecosystems-climate WG
+
|Jessica Haskins (Utah)
 
|Structural
 
|Structural
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Joint CO/CO2/CH4 simulation
+
|Stretched-grid plotting in GCPy
|Nicholas Deutscher (U. Wollongong)
+
|Killian Murphy (York)
|Science
+
|Tools
 
|
 
|
  
 
|-valign="top"
 
|-valign="top"
|Carbon coupling: oceans and terrestrial models
+
|Model inter-comparison of transport (GEOS, GCHP, GCClassic)
|Chris Holmes (FSU)
+
|Lizzie Lundgren (Harvard), Emma Knowland (NASA)
|Science
+
|Transport
 
|
 
|
*Ocim-pure physical transport, ECCO-Darwin ocean biogeochemistry
 
  
 
|-valign="top"
 
|-valign="top"
|DMS oxidation scheme updating
+
|Comparing mass fluxes in GCHP vs. traditional lat/lon wind
|Qianjie Chen (UW)<br>Chemistry WG
+
|Yuanjian Zhang (WashU), Seb Eastham (ICL)
|Science
+
|Transport
|
+
 
+
|-valign="top"
+
|Limiting NH3 uptake due to OA
+
|Rachel Silvern (Harvard)
+
|Science
+
 
|
 
|
  
 
|}
 
|}
 
--[[User:Bmy|Bob Yantosca]] ([[User talk:Bmy|talk]]) 15:32, 23 May 2018 (UTC)
 

Latest revision as of 14:54, 25 July 2024

On this page we list the current priorities for GEOS-Chem development. This list is continuously updated based on code readiness and input from the Working Groups and the Steering Committee. For history of past releases see the GEOS-Chem Versions wiki page.

Merged and awaiting release

See the links below for items merged and awaiting release.

Mergeable at any time Version in development
GEOS-Chem no-diff-to-benchmark GEOS-Chem 14.5.0

Feature integration in progress

Features listed in this table are actively being integrated into GEOS-Chem by the GEOS-Chem Support Team. In addition, we continuously implement structural updates in the model to maintain and develop coupling with other models including GEOS, CESM, and the model adjoint.

Feature Contributor(s) Model scope Ease of implementation Notes and References
ALK4 & R4N2 chemistry Jared Brewer (UMN) Chemistry Simple
Fix pressure handling in HEMCO standalone Melissa Sulprizio (Harvard) HEMCO Simple
Uncomment zeroed out Ca, Mg, and K cations passed to aerosol thermo (HETP) Becky Alexander (UW) Aerosols Simple
Add 1/2-degree GC-Classic global transport tracer run directory option for GEOS-IT Lizzie Lundgren (Harvard) Run directories Simple
New soil NOx parameterization Yi Wang (Iowa)
Jun Wang (Iowa)
Emissions Medium
Fix obspack - not working in 14.4.0 Bob Yantosca (Harvard) Diagnostics Medium
Cloud-J v8.0 including UV H2O absorption Lizzie Lundgren (Harvard)
Michael Prather (UCI)
Photolysis Medium
Make GC-Classic bit-for-bit reproducible upon restart Lizzie Lundgren (Harvard) GC-Classic Medium
Capture all trop and PBL height changes in budget diagnostics Chris Holmes (FSU)
Lizzie Lundgren (Harvard)
Diagnostics Medium

Prioritized and in the queue

Features listed in this table are prioritized for integration into GEOS-Chem in the near future.

Feature Contributor(s) Model scope Ease of implementation Delivery status Notes and References
Retire CH4, CO2, tagCO simulations in favor of carbon simulation Melissa Sulprizio (Harvard) Carbon gases Simple
New version of CEDS at 0.1 deg Dandan Zhang (WashU) Emissions Simple Delivered June 2024
Chemistry for RCOOH, updated monoterpenes, new PNs and ANs Katie Travis (NASA)
Kelvin Bates (CU Boulder)
GC-Classic Simple Delivered June 2024
Use USTAR read from GEOS instead of calculating from U10M and V10M Yuanjian Zhang (WashU) Emissions Simple Delivered June 2024
  • HEMCO PR #279
  • NOTE: Mass tuning factors must be recomputed for each met field & resolution (GCClassic)
Correct the issue that injection height has been artifically decreased by HEMCO Yuanjian Zhang (WashU) Emissions Simple Delivered June 2024
PPN photolysis Bex Horner (UCL) Chemistry Medium Delivered June 2024

Ready to go in

Features listed in this table are ready to go in but have either not been delivered or are not yet prioritized for integration into GEOS-Chem.

Feature Contributor(s) Model scope Delivery status Notes and Refereneces


Binary Activity Thermodynamic (BAT) model for non-ideal mixing of water and organics in organic aerosol Camilo Serrano (McGill)
Andreas Zuend (McGill)
Aerosols Not delivered
Update UCX to include gravitational settling of aerosol species beyond just BCPI Conor Barker (UCL)
Eloise Marais (UCL)
Aerosols Not delivered
Seasalt aerosol from sea ice leads (2002-2011) Hannah Horrowitz (UIUC) Aerosols Not delivered
  • Offline and online, ready to go in HEMCO (optional in addition to existing seasalt emissions)
Fire and anthropogenic emissions not currently turned on (monoterpenes, 1-butadiene etc.) Katie Travis (NASA)
Kelvin Bates (CU Boulder)
Emissions Not delivered
Global organic N dep from various emissions; nitrate aromatics updates May Fu (SUSTech) Chemistry +
Deposition
Not delivered
Dry deposition to F90 to improve readability Chris Holmes (FSU) Dry Deposition Not delivered
Ecophysiology module in GEOS-Chem for biosphere-atmosphere exchange Joey Lam (CUHK)
Amos Tai (CUHK)
Dry deposition Delivered
Feb 2021
FRP-based fire emissions for eastern US at 0.2 (2019-2020) Chris Holmes (FSU) Emissions Not delivered
China agriculture NH3 emissions Amos Tai (CUHK) Emissions Not delivered
T-dependent anthropogenic VOCs May Fu (SUSTech) Emissions Not delivered
  • Option. Requires processing existing anthropogenic VOC emissions to generate offline emissions to read in. Parameterised for China.
New source functions for transport tracers beryllium-7 and beryllium-10 Minjie Zheng (ETH) Emissions Delivered
June 2024
LPJ land cover (global), fire (W US), dust emissions (SW N America), 1700-2100 Yang Li (Baylor U)
Loretta Mickley (Harvard)
Emissions Delivered
  • Data involves many files- need to think about temporal frequency
Australian Hg emissions (2000-2019) Stephen MacFarlane (Wollongong)
Jenny Fisher (Wollongong)
Emissions Not delivered
  • MacFarlane et al. (2024)
  • Includes emissions from black and brown coal power plants, various metal production/processing sources (Aluminium, gold, copper, lead, etc), waste products, cement production, oil refining and petroleum, chlor alkali plants, and cremation
Hg geogenic emissions (volcanic, rock weathering) Eric Roy (MIT) Emissions Not delivered
Hg biomass burning - FINN2.5 & GFED4 Eric Roy (MIT) Emissions Not delivered
BCC-GC online Lin Zhang (PKU) External Model Not delivered
GC-YIBS with online fire emissions Xu Yue (NUIST)
Hong Liao (NUIST)
External Model Not delivered
GISS-GC offline (GCAP) Lee Murray (Rochester) GCAP Not delivered
Archived TCR-2 OH fields for carbon simulations Kazu Miyazaki (JPL) Input data Not delivered
  • This will be the default OH, but users will have the option of selecting other OH fields

Almost there (< 6 months)

Features listed in this table are in development and will likely be delivered to the GEOS-Chem Support Team within the next 6 months.

Feature Contributor(s) Model scope Notes and References
Dust non-sphericity impacts on optical properties Inderjeet Singh (WashU) Aerosols
Fixes to stratospheric aerosol settling Connor Barker (UCL)
Eloise Marais (UCL)
Aerosols
DMS chemistry in v14 Linia Tashmim (UCR)
Will Porter (UCR)
Chemistry
KPP standalone + 3D Interface Obin Sturm (USC) Chemistry
NO2+OH+H2O kinetics Mat Evans (York) Chemistry
LSODES solver in KPP for faster kinetics Haipeng Lin (Harvard) Chemistry
Load balancing in chemistry solver (GCHP) Zhouran Sun (WashU) Chemistry +
Performance
Active chemistry in mesosphere for both GCHP and GCClassic Helena McDonald (MIT)
Sebastian Eastham (ICL)
Chemistry
Updated aromatic oxidation Stephen MacFarlane (Wollongong)
Jenny Fisher (Wollongong)
Chemistry
MCO3 uptake by cloud forming MP; leading to lower PAN Laura Yang (Harvard) Chemistry
Implement isotope simulation for CH4 in the carbon simulation Lee Murray (Rochester) Chemistry
  • Will have to change negative emissions from soil to a first-order loss process
Documentation for adding additional aerosol species Connor Barker (UCL) Documentation
Column diagnostics Lizzie Lundgren (Harvard)
Viral Shah (GMAO)
Diagnostics
TOMAS rate diagnostics -- improve performance Betty Croft (WashU/Dal) Diagnostics +
Performance
Archive gamma values from heterogeneous chemistry Bob Yantosca (Harvard) Diagnostics
RRTMG Documentation GCST Documentation
Canopy Physics Model Sam Silva (MIT) Dry Deposition
Dry deposition diagnostics by land cover Holly Nowell (FSU)
Chris Holmes (FSU)
Dry Deposition
Dry deposition process diagnostics Holly Nowell (FSU)
Chris Holmes (FSU)
Dry Deposition
Biomass burning for TOMAS Nicole June (CSU) Emissions +
Microphysics
Historic biomass burning (1750-2010) Pengfei Liu (Georgia Tech) Emissions
Rice methane emissions Zichong Cheng (Harvard) Emissions+
Carbon simulation
Updated bottom-up global CH4 oil, gas, and coal emissions (GFEI v3) Tia Scarpelli (Carbon Mapper)
Melissa Sulprizio (Harvard)
Emissions
New prior CO2 biospheric fluxes from CMS-FLUX and GMAO Kevin Bowman (JPL)
Lesley Ott (GMAO)
Emissions
  • GMAO can provide high-resolution fluxes (as high as 12 km)
Snowpack Br2 emission Chris Holmes (FSU) Emissions
EDGAR v8.1_toxHg emissions for 1970-2022 Eric Roy (MIT) Emissions
Improve pressure handling in GCHP advection Yuanjian Zhang (WashU)
Seb Eastham (ICL)
GCHP
Add error trap for duplicate scale factors in HEMCO Bob Yantosca (Harvard) HEMCO
Integration testing: Add stretched grid Lizzie Lundgren (Harvard) Quality Assurance
Integration testing: Add GCHP mass flux run Lizzie Lundgren (Harvard) Quality Assurance
Integration testing: Add run with all diagnostics turned on GCST Quality Assurance
Integration testing: Reinstate TOMAS40 Betty Croft (Dalhousie/WashU) Quality Assurance
Strat-adjusted RF in GCC and GCHP Connor Barker (UCL)
Eloise Marais (UCL)
Radiation
Continue cleanup of C-preprocessor switches Lizzie Lundgren (Harvard) Structural
Updates to Luo deposition scheme Gan Luo (Albany) Wet Deposition
  • New version, keep as switch (not default)
Testing the use of a new scavenging parameterization developed by Luo and Yu for cold cloud with Pb-210 aerosol tracer Gan Luo (Albany)
Fangqun Yu (Albany)
Wet Deposition

Over the horizon (6-12 months)

Features listed in this table are in development and will likely be delivered to the GEOS-Chem Support Team in the 6-12 months timeframe.

Feature Contributor(s) Model scope Notes and References
ML algorithms for bulk aerosol Arshad Nair (Albany)
Fangqun Yu (Albany)
Aerosols
Heterogeneous sulfate chemistry Katie Travis (NASA) Chemistry
H2 as an active species Seb Eastham (ICL) Chemistry
HCN, acetonitrile as fire tracers Kevin Bates (CU Boulder) Chemistry
Implement ethane in carbon simulation Yuzhong Zhang (Westlake) Chemistry
Mesospheric source of CO Dylan Jones (UofT)
Pam Wales (NASA GSFC)
Emissions
Drought-stress algorithm Wei Li (Houston) Emissions
Physically-based resolution correction for BVOC emissions using MEGAN May Fu (SUSTech) Emissions
Canadian forest fire prediction system (Canada government forecast model) Robin Stevens (Montreal) Emissions
Cooking emissions (not biofuel) Kelvin Bates (CU Boulder) Emissions
State-specific annual emissions scaling factors (US) (1990-2021) Ishir Dutta (MIT) Emissions
GISS-GC online Lee Murray (Rochester) External model
Hybrid MPI-OpenMP in GCHP Seb Eastham (MIT)
Killian Murphy (York)
Lizzie Lundgren (Harvard)
GCHP
MAPL3: Update to MAPL3 in GCHP, including replacement of ExtData.rc and HISTORY.rc with YAML files Lizzie Lundgren (Harvard) GCHP
MAPL3: Comply with MAPL "positive" standard in GCHP diagnostic files Lizzie Lundgren (Harvard) GCHP
MAPL3: Wildcards in GCHP History Lizzie Lundgren (Harvard) GCHP
MAPL3: Output emissions with positive up convention in GCHP Lizzie Lundgren (Harvard) GCHP
Assessment/improvement of OpenMP performance in GC-Classic and HEMCO standalone Bob Yantosca (Harvard) Performance
Photophysical oxidation of aldehydes Paulo Sebastianelli (Wollongong)
Jenny Fisher (Wollongong)
Chemistry
DMS updates Will Porter (UCR) Chemistry
Furans emission and chemistry Lixu Jin (Montana)
Lu Hu (Montana)
Chemistry +
Emissions
Cl2 prodcution from Fe aerosol Qianjie Chen (HK Poly)
Becky Alexander (UW)
Chemistry
VCP emissions Kevin Bates (CU Boulder) Emissions
Bidirectional land-atmosphere exchange for Hg Yuying Cui (MIT/Tsinghua) Hg simulation
OH covariances for inversions Elise Penn (Harvard) Inversions
CESM2-GC offline Seb Eastham (ICL)
Lee Murray (Rochester)
Met fields
Re-binning of off-line sea salt and dust for TOMAS Betty Croft (Dalhousie) Microphysics
TOMAS nucleation updates Sam O'Donnell (CSU) Microphysics
Stratospheric aerosol APM Fangqun Yu (SUNY Albany) Microphysics
Transition from MERRA-2 to GEOS-IT for benchmarking Yuanjian Zhang (WashU) Quality Assurance
Automate integration testing on AWS Yidan Tang (WashU) Quality Assurance
Integration testing: Add across end of year run GCST Quality Assurance
Integration testing: Add GEOS-IT Yuanjian Zhang (WashU) Quality Assurance
Separate mixing, emissions, and drydep Yuanjian Zhang (WashU) Structural
Intel IFX compiler Bob Yantosca (Harvard) Structural
CMake option to only build libraries but not executable, also passing C-preprocessor statements to turn off code Bob Yantosca (Harvard)
Lee Murray (Rochester)
Structural
Remove differences introduced when breaking up GC-Classic runs in time; and flexible precision in HEMCO Lizzie Lundgren (Harvard) Structural
Limit allocation of State_Met to what is needed per simulation Melissa Sulprizio (Harvard) Structural
Using 3-D precipitation fluxes to calculate precipitation formation and re-evaporation in scavenging (to be consistent with GEOS/GOCART & ground precipitation) Gan Luo (Albany)
Hongyu Liu (NIA/LaRC)
Bo Zhang (NIA/LaRC)
Wet deposition

Longer term (12-24 months)

Features listed in this table are in development and will likely be delivered to the GEOS-Chem Support Team in the 12-24 months timeframe.

Feature Contributor(s) Model scope Notes and References
Modal aerosol model (MAM7) in GCHP Shreya Sharma (MIT) Aerosols
Online OCIM ocean biogeochemistry Lee Murray (Rochester)
Hannah Horowitz (UIUC)
Chris Holmes (FSU)
Chemistry
Perchlorate chemistry Yuk Chun Chan (UW) Chemistry
Non-stomatal dry deposition (2-layer canopy model) Michael Vermeuel (Purdue) Dry Deposition
Continental chloride particle emissions (salty dust, road salt) Jessica Haskins (Utah) Emissions
Multivolatility emission inventory to address gaps in EDGAR/HTAP etc. Ruochong (Tshingua) Emissions
Lightning NOx production rates Bex Horner (UCL) Emissions
HFO and CF3CHO Beth Killen (Wollongong)
Jenny Fisher (Wollongong)
Chemistry
Glyoxal updates from isoprene Tzung-May Fu (SUSTech) Chemistry
Iodine chemistry Becky Alexander (UW)
Xuan Wang (CUHK)
Chemistry
GFED5 biomass burning Eric Roy (MIT) Emissions
Ocean Hg surface concentrations for 2010-2020 from multi-model ensemble Eric Roy (MIT)
Ari Feinberg (IQF-CSIC)
Hg simulation
Soil Hg emissions 2010-2020 Eric Roy (MIT)
Ari Feinberg (IQF-CSIC)
Hg simulation
Air-sea exchange parameterization Eric Roy (MIT) Hg simulation
Soil Hg emissions parameterization Ari Feinberg (IQF-CSIC) Hg simulation
Sea salt uptake of GOM Eric Roy (MIT) Hg simulation
Photoreduction rate constant Eric Roy (MIT) Hg simulation
New observations (2010-2020) in standardized Hg benchmark for intercomparison Eric Roy (MIT)/Ari Feinberg (IQF-CSIC) Hg simulation
Hg simulation in GCHP Eric Roy (MIT) Hg simulation
OCIM - biogeochemical model - (C/P/N/Fe - no Hg yet) (MATLAB) Hannah Horowitz (UIUC) Hg simulation
Possibly updating Hg oxidation chemistry based on Utah field campaigns Jessica Haskins (Utah) Hg simulation
New halogen/aerosol fields (surface area / AOD) from 10-year 14.4 benchmark simulation available online Viral Shah (NASA GMAO); Eric Roy (MIT); Ari Feinberg (IQF-CSIC) Input data
Extend IMI to CO2 (ICI) Hannah Nesser (JPL) Inversions
Global emission inventory of metals Tzung-May Fu (SUSTech); He Zhong Tian (Peking Normal U) Metals simulation
Investigate and improve performance of aerosol chemistry Bob Yantosca (Harvard) Performance
PAH - update from version 11 Lexia Cicone (MIT) POPs simulation
Species database more accessible; doc updates; TOL discussion Jessica Haskins (Utah) Structural
Stretched-grid plotting in GCPy Killian Murphy (York) Tools
Model inter-comparison of transport (GEOS, GCHP, GCClassic) Lizzie Lundgren (Harvard), Emma Knowland (NASA) Transport
Comparing mass fluxes in GCHP vs. traditional lat/lon wind Yuanjian Zhang (WashU), Seb Eastham (ICL) Transport